Deduplication | Reducing tokens by 45% almost

[mhmzdev]

🧮 Token Economics Breakdown

Current Tool Inventory: 13 Tools

Category	Tool Count	Tools
Component Tools	5	analyze_figma_component, list_component_variants, inspect_component_structure, generate_flutter_implementation, style_library_status
Asset Tools	2	export_flutter_assets, export_svg_flutter_assets
Screen Tools	2	analyze_full_screen, inspect_screen_structure
Theme Tools	4	extract_theme_colors, inspect_theme_frame, extract_theme_typography, inspect_typography_frame

---

💰 Token Cost Analysis

One-Time Costs (MCP Handshake)

📤 Tool Schema Definitions:
• Average schema size: ~100 tokens per tool
• Total schema cost: 13 × 100 = ~1,300 tokens
• Frequency: Once per MCP connection
• Context impact: <1% of 128K context window

Usage Costs (Per Operation)

📊 Without Deduplication (Original):
• Component analysis: ~100 tokens per component
• 10 components: 1,000 tokens
• Full project: 2,000-5,000 tokens

✨ With Deduplication (Enhanced):
• First component: ~100 tokens (builds style library)
• Subsequent components: ~40-25 tokens (reuses styles)
• 10 components: ~400 tokens
• Full project: 800-2,000 tokens
• SAVINGS: 47.5-60% reduction

---